AIMC Topic: Burns

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Machine learning for prehospital care of patients with severe burns.

Burns : journal of the International Society for Burn Injuries Feb 28, 2024
Emergency Medical Services Burns Humans Machine Learning
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Segmentation and classification of skin burn images with artificial intelligence: Development of a mobile application.

Burns : journal of the International Society for Burn Injuries Jan 15, 2024
AIM: This study was conducted to determine the segmentation, classification, object detection, and accuracy of skin burn images using artificial intelligence and a mobile application. With this study, individuals were able to determine the degree of ...
Burns Photography Artificial Intelligence Mobile Applications Humans
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The correlation between serum creatinine and burn severity and its predictive value.

Cellular and molecular biology (Noisy-le-Grand, France) Dec 31, 2023
This study aimed to explore the correlation between serum creatinine and burn severity and the value of predicting the outcome of patients. For this purpose, a total of 268 burn patients (BUP) were collected. According to the burn area, they were div...
ROC Curve Retrospective Studies Burns Creatinine Hospitalization Humans
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Implanting deep learning models for burn wound assessment.

Burns : journal of the International Society for Burn Injuries Nov 19, 2023
Skin Burns Skin Care Deep Learning Wound Healing Humans
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A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns.

IEEE transactions on bio-medical engineering Sep 27, 2023
OBJECTIVE: An accurate and timely diagnosis of burn severity is critical to ensure a positive outcome. Laser Doppler imaging (LDI) has become a very useful tool for this task. It measures the perfusion of the burn and estimates its potential healing ...
Humans Deep Learning Burns Laser-Doppler Flowmetry Wound Healing Skin
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Feasibility of intra-operative image guidance in burn excision surgery with multispectral imaging and deep learning.

Burns : journal of the International Society for Burn Injuries Jul 26, 2023
BACKGROUND: Exposing a healthy wound bed for skin grafting is an important step during burn surgery to ensure graft take and maintain good functional outcomes. Currently, the removal of non-viable tissue in the burn wound bed during excision is deter...
Skin Transplantation Deep Learning Burns Feasibility Studies Debridement Animals Swine Artificial Intelligence
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Development and evaluation of deep learning algorithms for assessment of acute burns and the need for surgery.

Scientific reports Jan 31, 2023
Assessment of burn extent and depth are critical and require very specialized diagnosis. Automated image-based algorithms could assist in performing wound detection and classification. We aimed to develop two deep-learning algorithms that respectivel...
Deep Learning ROC Curve Burns Household Articles Humans Algorithms
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Artificial intelligence in the management and treatment of burns: A systematic review and meta-analyses.

Journal of plastic, reconstructive & aesthetic surgery : JPRAS Nov 23, 2022
INTRODUCTION AND AIM: Artificial Intelligence (AI) is already being successfully employed to aid the interpretation of multiple facets of burns care. In the light of the growing influence of AI, this systematic review and diagnostic test accuracy met...
Humans Artificial Intelligence Algorithms Burns
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Detection of Tip-Burn Stress on Lettuce Grown in an Indoor Environment Using Deep Learning Algorithms.

Sensors (Basel, Switzerland) Sep 24, 2022
Lettuce grown in indoor farms under fully artificial light is susceptible to a physiological disorder known as tip-burn. A vital factor that controls plant growth in indoor farms is the ability to adjust the growing environment to promote faster crop...
Lactuca Photosynthesis Burns Light Plant Leaves Algorithms Deep Learning
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Application of multiple deep learning models for automatic burn wound assessment.

Burns : journal of the International Society for Burn Injuries Jul 18, 2022
PURPOSE: Accurate assessment of the percentage of total body surface area (%TBSA) burned is crucial in managing burn injuries. It is difficult to estimate the size of an irregular shape by inspection. Many articles reported the discrepancy of estimat...
Deep Learning Fluid Therapy Artificial Intelligence Humans Burns Body Surface Area
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